The small, cluttered office suddenly felt too small. Carol gasped for air. Every paper she touched, every essay she read, was a revelation, and a burden. Her mother’s careful hand, her meticulous notes, the red ink corrections – all a testament to a life she never fully understood.

She sank into the chair, clutching the edge of the desk. The desk, her mother’s desk. It was all so… overwhelming.

A wave of heat crashed over her. She picked up a drawing, a self-portrait, the childish face so innocent. She hadn't seen this drawing in decades. The face seemed to be mocking her. The weight of her mother's silent expectations, of her hidden life, felt crushing.

She wanted to tear it all to shreds.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359